Run
10417182

Run 10417182

Task 190403 (Supervised Classification) regime_alimentaire Uploaded 23-10-2019 by Gabriel Ferrettini
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9339 ± 0.0679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8821 ± 0.0644
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6579 ± 0.1468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5184 ± 0.2658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1341 ± 0.0704
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3253 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
Number of instances
202
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8963 ± 0.0388
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8762 ± 0.0722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7279 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Recall
0.8762 ± 0.0722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4122 ± 0.2182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4022 ± 0.0091
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3219 ± 0.0946
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8002 ± 0.2367
Cross-validation details (10-fold Crossvalidation)